October 2017
Beginner to intermediate
270 pages
7h
English
Content preview from Machine Learning for Developers
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Part 3 — apply changes to cell
In this part of the sequence, we will finally pass through the information filter we have been configuring, and as a result, we will have an updated long-term state.
In order to normalize the new and short-term information, we pass the new input and the short-term state via a neural network with tanh activation. This will allow us to feed the new information in a normalized [-1,1] range:
State changes persistence step
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